TY - GEN
T1 - UAV Trajectory, User Association and Power Control for Multi-UAV Solar-Powered Networks
AU - Fu, Chien Wei
AU - Ku, Meng Lin
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - This paper investigates the design of multiple solar-powered wireless nodes that transmit data to unmanned aerial vehicles (UAVs). We address the problem of jointly optimizing UAV flight trajectories, UAV-node user association, and uplink power control over a finite time horizon, with the goal of maximizing the worst user rate while managing co-channel interference. The design problem is highly non-convex and requires future knowledge of both energy state information (ESI) and channel state information (CSI), which are difficult to predict in practice. To tackle these challenges, we propose an offline method based on convex optimization that only uses the average ESI and CSI, while accounting for both line-of-sight (LOS) and non-LOS (NLOS) channels. We solve the problem using successive convex approximation (SCA) and alternative optimization, by dividing it into three convex subproblems. Our computer simulations demonstrate the effectiveness of the proposed hybrid channel offline method, which outperforms existing offline methods that only consider LOS channels.
AB - This paper investigates the design of multiple solar-powered wireless nodes that transmit data to unmanned aerial vehicles (UAVs). We address the problem of jointly optimizing UAV flight trajectories, UAV-node user association, and uplink power control over a finite time horizon, with the goal of maximizing the worst user rate while managing co-channel interference. The design problem is highly non-convex and requires future knowledge of both energy state information (ESI) and channel state information (CSI), which are difficult to predict in practice. To tackle these challenges, we propose an offline method based on convex optimization that only uses the average ESI and CSI, while accounting for both line-of-sight (LOS) and non-LOS (NLOS) channels. We solve the problem using successive convex approximation (SCA) and alternative optimization, by dividing it into three convex subproblems. Our computer simulations demonstrate the effectiveness of the proposed hybrid channel offline method, which outperforms existing offline methods that only consider LOS channels.
UR - http://www.scopus.com/inward/record.url?scp=85173054738&partnerID=8YFLogxK
U2 - 10.1109/APWCS60142.2023.10233965
DO - 10.1109/APWCS60142.2023.10233965
M3 - 會議論文篇章
AN - SCOPUS:85173054738
T3 - Proceedings - 2023 VTS Asia Pacific Wireless Communications Symposium, APWCS 2023
BT - Proceedings - 2023 VTS Asia Pacific Wireless Communications Symposium, APWCS 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 VTS Asia Pacific Wireless Communications Symposium, APWCS 2023
Y2 - 23 August 2023 through 25 August 2023
ER -